• Home
  • Search
  • Radiomics on 177Lu-DOTATATE Posttreatment Scans: Feasibility, Preprocessing Optimization, and Planar-SPECT Comparison.
  • https://doi.org/10.2967/jnmt.126.272060Copy DOI Icon

Radiomics on 177Lu-DOTATATE Posttreatment Scans: Feasibility, Preprocessing Optimization, and Planar-SPECT Comparison.

Show More
  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract

177Lu-DOTATATE peptide receptor radionuclide therapy (PRRT) is an established therapeutic option for patients with neuroendocrine tumors (NETs). Although radiomics has been increasingly applied in NET research, it was developed almost exclusively using 68Ga-DOTATOC PET imaging, whereas PRRT-related scintigraphic acquisitions remain largely unexplored. This study evaluates the feasibility of extracting hepatic radiomic features from posttreatment whole-body planar scintigraphic (WBS) and tomographic (SPECT) scans, enabling the optimization of preprocessing strategies and a direct comparison of radiomic profiles between imaging modalities. Methods: We conducted a retrospective analysis of data for 49 patients with well-differentiated, progressive metastatic gastroenteropancreatic NETs from 2 centers. All patients underwent posttreatment imaging within 2 d after each 177Lu-DOTATATE PRRT cycle, for a total of 183 WBS and 108 SPECT scans. Preprocessing operations included image-intensity normalization, dividing each image by the mean counts of a region of interest positioned on the spleen (S-norm) and the third lumbar vertebra (V-norm). Radiomic features were extracted with no spatial resampling, using 64-bin discretization and relative intensity rescaling. Results: Texture extraction was successfully performed on all planar and SPECT images from both centers. Correlations between intensity-based features measured using S-norm and V-norm images showed weak yet statistically significant r values. Conversely, there was a robust correlation between histogram-based and second-order features measured on S-norm and V-norm images, reflected in high r values. V-norm intensity-based features exhibited significantly higher values and lower SDs when compared with S-norm intensity-based variables. When comparing WBS and SPECT scans, a strong correlation was observed between intensity-based variables, whereas histogram-based and second-order features showed no significant correlation. Conclusion: Radiomic analysis on 177Lu-DOTATATE posttreatment scans was feasible, with proportional scaling to third-lumbar-vertebra activity resulting in the most effective intensity normalization approach, given the decreased variability compared with scaling to spleen activity. Correlations between features assessed using the 2 different scaling methods were weak for intensity-based features and strong for histogram-based and second-order features. Except for intensity-based features, radiomic features derived from WBS images were not comparable with those obtained from SPECT scans.

Similar Papers
  • Front Matter
  • Citations65

ENETS Consensus Guidelines for the Standards of Care in Neuroendocrine Tumors

  • Feb 11, 2017
  • Neuroendocrinology
  • Marianne Pavel +1
  • Research Article
  • Citations10

Influence of pretreatment with everolimus or sunitinib on the subacute hematotoxicity of 177Lu-DOTATATE PRRT

  • Feb 08, 2020
  • Acta Oncologica
  • Eva Medaer +11
  • Research Article
  • Citations2

Evaluating the prognostic significance of the pre-treatment neutrophil-to-lymphocyte and monocyte-to-lymphocyte ratios in 177Lu-DOTATATE PRRT treated patients with advanced metastatic neuroendocrine tumors

  • Mar 25, 2025
  • Endocrine
  • Mahesh K Padwal +4
  • Research Article

Single institution experience with peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors (NET).

  • Feb 01, 2020
  • Journal of Clinical Oncology
  • Heying Duan +10
  • Research Article
  • Citations2

Imaging-derived biomarkers from 68Ga-DOTATOC PET/CT scans to predict survival of patients with neuroendocrine tumors after PRRT with 177Lu-DOTATATE

  • Jul 01, 2025
  • Cancer Imaging
  • Stephan Raad +9
  • Research Article
  • Citations23

Laboratory, Clinical, and Survival Outcomes Associated With Peptide Receptor Radionuclide Therapy in Patients With Gastroenteropancreatic Neuroendocrine Tumors

  • Mar 23, 2021
  • JAMA Network Open
  • Sarit T Kipnis +11
  • PDF
  • Research Article
  • Citations3

Highly Symptomatic Progressing Cardiac Paraganglioma With Intracardiac Extension Treated With 177Lu-DOTATATE: A Case Report

  • Jul 22, 2021
  • Frontiers in Endocrinology
  • Alexis Huot Daneault +7
  • PDF
  • Front Matter
  • Citations4

Treatment of Liver Metastases in Patients with Neuroendocrine Tumors

  • Jan 01, 2012
  • International Journal of Hepatology
  • Dan Granberg +3
  • Abstract

O-13 RE-TREATMENT WITH LU-177 IN A METASTATIC FUNCTIONING NEUROENDOCRINE TUMOR OF PROBABLE GASTROINTESTINAL ORIGIN: CLINICAL COURSE FOLLOWING FIRST-LINE THERAPY WITH SOMATOSTATIN ANALOGUES AND PRRT

  • Jan 13, 2026
  • JCEM Case Reports
  • Jessica Ares +6
  • Research Article

Recommendations for selection, treatment, and follow-up in peptide receptor radionuclide therapy (PRRT) for neuroendocrine tumors: a Delphi consensus from the Galician Multidisciplinary Group on Neuroendocrine and Endocrine Tumors (GGNET).

  • Mar 10, 2026
  • Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico
  • Nieves Martinez-Lago +9
  • Book Chapter
  • Citations28

Peptide Receptor Radionuclide Therapy for Neuroendocrine Tumors in Germany: First Results of a Multi-institutional Cancer Registry

  • Aug 24, 2012
  • Dieter Hörsch +13
  • Research Article
  • Citations131

Peptide Receptor Radionuclide Therapy with 90Y-DOTATOC and 177Lu-DOTATOC in Advanced Neuroendocrine Tumors: Results from a Danish Cohort Treated in Switzerland

  • Feb 19, 2011
  • Neuroendocrinology
  • Andreas Klaus Pfeifer +8
  • Research Article
  • Citations65

Prognostic Value of 18F-FDG PET/CT in a Large Cohort of Patients with Advanced Metastatic Neuroendocrine Neoplasms Treated with Peptide Receptor Radionuclide Therapy.

  • Mar 13, 2020
  • Journal of Nuclear Medicine
  • Jingjing Zhang +5
  • Research Article
  • Citations2

Preoperative assessment of tumor consistency and gross total resection in pituitary adenoma: Radiomic analysis of T2-weighted MRI and interpretation of contributing radiomic features.

  • Jan 01, 2025
  • Brain & spine
  • Martin Černý +7
  • Research Article
  • Citations1

Development of hematologic toxicity with sequential treatment of Y90 followed by PRRT in five patients at single institution with metastatic neuroendocrine patients.

  • Oct 07, 2019
  • Journal of Global Oncology
  • Jaswinder Singh +1
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.